Design of MPPT by Using Interval Type-2 T-S Fuzzy Controller

被引:0
|
作者
Yu, Gwo-Ruey [1 ,2 ]
Lin, Yi-Cheng [1 ]
机构
[1] Natl Chung Cheng Univ, Dept Elect Engn, Chiayi, Taiwan
[2] Natl Chung Cheng Univ, Adv Inst Mfg High Tech Innovat, Chiayi, Taiwan
关键词
MPPT; interval type-2 T-S fuzzy control;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a maximum power point tracker (MPPT) which can accommodate widely output voltage range of solar panel under various environmental conditions. The controller in the MPPT employs the interval type-2 Takagi-Sugeno (IT2 TS) fuzzy technology. The main advantage of the proposed IT2 TS fuzzy controller is that it can handle the uncertainties in the modeling process. The experimental results are implemented to demonstrate the capability of IT2 TS fuzzy controller compared to type-1 T-S fuzzy controller.
引用
收藏
页码:734 / 738
页数:5
相关论文
共 50 条
  • [1] A new interval type-2 fuzzy controller for stabilization of interval type-2 T-S fuzzy systems
    Zhao, Tao
    Xiao, Jian
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2015, 352 (04): : 1627 - 1648
  • [2] Indirect adaptive fuzzy observer and controller design based on interval type-2 T-S fuzzy model
    Li, Yimin
    Du, Yijun
    [J]. APPLIED MATHEMATICAL MODELLING, 2012, 36 (04) : 1558 - 1569
  • [3] Observer-based H∞ controller design for interval type-2 T-S fuzzy systems
    Zhao, Tao
    Wei, Zhenbo
    Dian, Songyi
    Xiao, Jian
    [J]. NEUROCOMPUTING, 2016, 177 : 9 - 25
  • [4] Dynamic output feedback controller design for interval type-2 T-S fuzzy fractional order systems
    Zhang, Xuefeng
    Jin, Kaijing
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2020, 14 (18): : 2857 - 2867
  • [5] T-S Fuzzy Control of a Model Car Using Interval Type-2 Fuzzy Logic System
    Yu, Gwo-Ruey
    Hsiao, Jen-Yu
    [J]. 2013 INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND INTELLIGENT SYSTEMS (ARIS), 2013, : 44 - 48
  • [6] Design of interval type-2 fuzzy logic controller
    Hsiao, Ming-Ying
    Li, Tzuu-Hseng S.
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 4976 - +
  • [7] Fuzzy Logic Type-2 Controller Design for MPPT in Photovoltaic system
    Soltani, Sina
    Kouhanjani, Masoud Jokar
    [J]. 2017 CONFERENCE ON ELECTRICAL POWER DISTRIBUTION NETWORKS CONFERENCE (EPDC), 2017, : 149 - 155
  • [8] A Fuzzy Lyapunov Function Approach to Stabilization of Interval Type-2 T-S Fuzzy Systems
    Zhao, Tao
    Xiao, Jian
    Li, Ye
    Li, YiXing
    [J]. 2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 2234 - 2238
  • [9] Interval type-2 fuzzy logic controller design for TCSC
    Panda M.K.
    Pillai G.N.
    Kumar V.
    [J]. Evolving Systems, 2014, 5 (3) : 193 - 208
  • [10] Unknown Input Observer Design for Interval Type-2 T-S Fuzzy Systems With Immeasurable Premise Variables
    Hassani, Hossein
    Zarei, Jafar
    Chadli, Mohammed
    Qiu, Jianbin
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (09) : 2639 - 2650